A COMPLETE INVARIANT DESCRIPTION FOR GRAY-LEVEL IMAGES BY THE HARMONIC-ANALYSIS APPROACH

被引:68
|
作者
GHORBEL, F [1 ]
机构
[1] ECOLE NOUVELLE INGENIEURS COMMUN,F-59650 VILLENEUVE DASCQ,FRANCE
关键词
COMPLETENESS; INVARIANT FEATURES; SIMILARITY; GENERALIZED FOURIER TRANSFORM; ANALYTICAL FOURIER-MELLIN TRANSFORM;
D O I
10.1016/0167-8655(94)90037-X
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The generalized Fourier Transform on a given group is applied to invariant feature extraction in the case of a gray-level image. Thus, a new complete and convergent set of invariant features under planar similarities is proposed using the Analytical Fourier-Mellin Transform (AFMT). So, this set gives a distance between the shapes which is invariant under similarities.
引用
收藏
页码:1043 / 1051
页数:9
相关论文
共 50 条
  • [1] Description of three-dimensional gray-level objects by the harmonic analysis approach
    Zribi, M
    PATTERN RECOGNITION LETTERS, 2002, 23 (1-3) : 235 - 243
  • [2] A digital rights management approach for gray-level images
    Tu, SF
    Hsu, CS
    PATTERN RECOGNITION AND IMAGE ANALYSIS, PT 2, PROCEEDINGS, 2005, 3687 : 39 - 47
  • [3] Robust and efficient Fourier-Mellin transform approximations for gray-level image reconstruction and complete invariant description
    Derrode, S
    Ghorbel, F
    COMPUTER VISION AND IMAGE UNDERSTANDING, 2001, 83 (01) : 57 - 78
  • [4] Pattern recognition in gray-level images by Fourier analysis
    Fonga, H
    PATTERN RECOGNITION LETTERS, 1996, 17 (14) : 1477 - 1489
  • [5] Analysis of moment invariant's stability to gray-level adjustment
    Bian, XB
    Zhu, QX
    2005 International Conference on Services Systems and Services Management, Vols 1 and 2, Proceedings, 2005, : 1145 - 1148
  • [6] Gray-level invariant Haralick texture features
    Lofstedt, Tommy
    Brynolfsson, Patrik
    Asklund, Thomas
    Nyholm, Tufve
    Garpebring, Anders
    PLOS ONE, 2019, 14 (02):
  • [7] Gray-level invariant Haralick texture features
    Brynolfsson, P.
    Lofstedt, T.
    Asklund, T.
    Nyholm, T.
    Garpebring, A.
    RADIOTHERAPY AND ONCOLOGY, 2018, 127 : S279 - S280
  • [8] Stable and invertible invariants description for gray-level images based on Radon transform
    Khouya, Youssef Ait
    Oussous, Mohammed Ait
    Jakimi, Abdeslam
    Ghorbel, Faouzi
    VISUAL COMPUTER, 2025, 41 (01): : 79 - 97
  • [9] Gray-level digital watermarking of still images
    Niu, Xiamu, 2000, Chinese Institute of Electronics, Beijing, China (09):
  • [10] From Segmentation to Binarization of Gray-level Images
    Frucci, Maria
    Di Baja, Gabriella Sanniti
    JOURNAL OF PATTERN RECOGNITION RESEARCH, 2008, 3 (01): : 1 - 13